#BAJFINANCE

Again heading for a 15-18 weeks Cup and Handle?

This is the real Shark in the Sea guys...

10 Insightful Lessons From the Book ”Man’s Search For Meaning”

(Over 12 Million Copies Sold)

⚡️Book Review⚡️

1. He who has a why to live for can bear almost any how.

✅You will be able to face hard times way much easier if you manage to find meaning for your life.

2. You can adapt and get used to literally any condition.

It is not the strongest species that survive, nor the most intelligent, but the ones most responsive to change.

🔴 Stepping out of our comfort zone will make us understand how further we can actually push our limits.

3. Have courage to accept the things you can’t control.

While being high in self-control is important in achieving our goals, we must not waste our time with things we can’t control.

👉What matters is how we react to situations that are beyond our control.

4. Avoid thinking about success

If you focus on making success your target, you are more likely to miss it.

✅Dedicate your time and effort to a vision that is more significant than yourself, and let success becomes a by-product of this dedication!

How to get started in web3 ⚡️

I didn't know what web3 was 7 months ago. Recently I completed the #100daysofweb3 challenge!

🧵 Here you go, my web3 roadmap for anyone getting started:

1/4 Start by doing

Start by learning and using the tools in the web3/crypto space 🤝

Do anything related to crypto but DO it. Don't just listen to a podcast or read a blog post.

- setup a crypto wallet eg: @MetaMask @phantom
- Interact with dApps: exchange some tokens, get an ens name etc.

⭐️ Checkout @rabbithole_gg, a dApp to onboard users to web3. It has some challenges for you to get started in the web3 world

2/4 Read, Research, Repeat

There is so much to learn and too many myths! Make sure to spend some time and do your own research.

Here are some resources to get you started:

- Look into the blockchains and protocols websites to get more information. Check out the white papers
- @useWeb3 by @wslyvh has a curated list of awesome resources
- @BanklessHQ and @rabbithole_gg Podcasts
- @gaby_goldberg's web3 reading

I’m excited to share our new paper on HyperTransformers, a novel architecture for few-shot learning able to generate the weights of a CNN directly from a given support set. 🧵👇

📜: https://t.co/vcm67G6P6t with Andrey Zhmoginov and Mark Sandler.

2) We train a transformer model to `convert` a few-shot task description into a small CNN network specialized in solving it on new images.

3) This effectively decouples a high-capacity transformer generator from a much smaller inference model. It is different from most of the existing methods, e.g. MAML where the generator and the executing model share the same architecture.

4) CNN weights are generated layer-by-layer from a combination of layer embedding (features from the last generated layer), and image w/ class embeddings (features directly from the data). The final weights are extracted from output of self-attention (similar to [CLS] tokens).

5) What is cool is that we can also add unlabeled samples from the support set into the mix, effectively allowing for semi-supervised few-shot learning!

प्रश्न = वाल्मिकि रामायण कब,कहां और किस चीज पर लिखी गई थी और इतने समय तक सुरक्षित कैसे थी?

इस प्रश्न के लिए धन्यवाद। आपके इस प्रश्न का उत्तर हिन्दू धर्म के ही दो सबसे बड़े धर्मग्रंथों के समूह में छिपा हुआ है। हालांकि अधिकतर लोग उनसे परिचित नही है। आशा है कि उत्तर के समाप्त होते होते ना केवल आपकी शंका का समाधान हो जाएगा

बल्कि हम सभी हिन्दू धर्मग्रंथों के उन दो समूहों और व्यवस्था के विषय में भी जान जाएंगे। तो चलिए पहले आपकी शंका का समाधान ढूंढते हैं।

प्रश्न आपका उचित है कि कैसे वैदिक काल में इतने अधिक ज्ञान को संचित कर के रखा गया। उस समय तो कागज होते नही थे।

कागज से बहुत पहले शिलालेख और ताड़पत्र हुआ करते थे। जहां शिलालेख में सभी बातें पत्थर पर उकेर कर सुरक्षित रखी जाती थी वही ताड़पत्र वृक्षों की छाल और पत्तों से बनाया जाता था और उसे उसी प्रकार उपयोग में लाया जाता था जैसे आज कागज को लाया जाता है।

किंतु अगर हम महाभारत, रामायण और उससे भी प्राचीन वैदिक काल की बात करें तो उस समय तो शिलालेख और ताड़पत्र भी नही होते थे। फिर इतने ज्ञान को कैसे संचित रखा जाता था

We introduce a new paradigm for dataset creation based on human 🧑‍💻 and machine 🤖 collaboration, which brings together the generative strength of LMs and the evaluative strength of humans. And we collect 🎉 WaNLI, a dataset of 108K NLI examples! 🧵

Paper: https://t.co/IUXcm9wIh2

Our pipeline starts with an existing dataset (MNLI), and uses data maps 📜 to automatically identify pockets of examples that demonstrate challenging 🧐 reasoning patterns relative to a trained model. Then we use GPT-3 to generate new examples likely to have the same pattern. 2/

Next we propose a new metric, also inspired by data maps, to automatically filter generations for those most likely to aid model learning. Finally, we validate ✅ the generated examples through crowdworkers, who assign a gold label 🟡 and (optionally) revise for quality ✍️. 3/

Remarkably, replacing MNLI with WaNLI (which is 4x smaller) for training improves performance📈 on seven OOD test sets🧪, including by 11% on HANS and 9% on ANLI. Under a data augmentation setting, combining MNLI with WaNLI is more effective than using other augmentation sets. 4/

Our method addresses limitations of crowdsourcing, where workers may resort to repetitive writing strategies 🤷, and leverages the great progress in text generation 📃. We get the best of both worlds: 🤖’s ability to produce diverse examples, and 🧑‍💻’s ability to evaluate them. 5/

@praveen0582 I use a combination of Jupyter notebooks and (just a bit biased :)) Scale Nucleus.

Are you planning to buy any property in India? If yes, you must know these TDS rules.

A thread 🧵

If you're buying a property in India and the consideration exceeds Rs. 50 lakhs, you need to deduct TDS i.e. (Tax deducted at source) at the rate of 1% and then, remit 99% amount to the seller.

TDS is attracted at the time of payment of consideration.

But, deducting TDS requires one to obtain a tax account deduction number i.e. TAN. Although, in this case, it is not applicable as it is a special situation and the government does not intend to burden taxpayers with all compliances related to TDS.

Therefore, in this case, a buyer can deduct TDS with his/her PAN (Permanent account number) itself.

PAN of buyer and seller is mandatory. If either of them does not have PAN, he/she can apply for the same before tax is deducted and deposited.

The TDS amount so deducted needs to be deposited within 30 days from the last date of the month in which TDS was deducted.

For example: if the deduction was made on 10th June, it needs to be deposited by 31st July.

Ok. Let me take you to one method of adding stocks in a healthy uptrend while they are retracing. I learnt this from the classical work of David Landry (2003)

Conditions - Healthy uptrend and retracing.

But - you don't know how deep the retracement will be.

So, what to do?

Example - Minda Corp Chart

Healthy uptrend? Yes
Retracement? Yes

With every retracement candle, we move our buy limit order at candle's high. So the first order we placed at 1. In a way, we are telling the broker to buy when the price crosses 1.

Ok. So it has gone down further the next day, we shift the buy order at 2.

Then again at 3

Then at 4.

We do it it'll it is triggered and shares are bought. In this way, we dodge Fibonacci numbers. As by drawing 38% of 61.8% we couldn't ever know till how deep the stock goes.

You can use the same with your SIP stocks for long-term investment while buying at the dips. As you never know till how deep it dips. :) So, you will have cash always till you buy near the bottom. Of course of retracement, not the trend reversal.

A healthy uptrend is the first condition. Happy investing :)

That is why you must learn about what each legend has written. You can save a lot of your hard-earned money. Place a SL little above candle's high.

#INFY futures on daily charts (0.25%) box size
- new highs
@pradytrader1 #FundManager call 😀
#smallminters

With average salaries of $145,000 for remote positions and an open end to what you can earn, Solidity developers are in high demand.

Time to become one and enter an interesting field in the industry.

This is your roadmap to becoming a Solidity Developer in 2022. ↓

Before we get into it, one clarification:

This is the roadmap for a very specific tech stack, used to develop smart contracts on Ethereum-like blockchains.

This includes:

- Ethereum
- Polygon
- Binance Smart Chain
- etc.

It contains many of the fundamentals you need to branch out to other blockchains if you want to, but please don't expect to become a competent Solana smart contract developer by following this roadmap to the end.

Now that we got this out of the way, let's get into it! ↓

1. Learn The Basics Of Computer Science

Depending on where you currently stand in terms of your skills, it might be that you first need an introduction to CS overall.

Harvard offers its CS50 for free, and it'll take you a while, but it's worth

Some company's concalls are addictive. You go through one n learn so much about industry that u keep going. Name some of such companies. Let me start - Heritage concalls on Dairy Industry

Your list?
If it's better than 10 year multi bagger stock list, then, like n forward 😄

#AdaniPorts

Nice symmetrical triangle formation, typical of Wave 4.

We should see a good BO soon.

Target 1100+.

Earlier many traders were trading based on discretionary without any rules based approach. Now a lot of traders are ready to move to algo trading but confused with a lot of options. When you are bombarded with tons of different trading systems, how do you choose the best one?

Many traders still think winning accuracy is the most important parameter in a trading system. But is it really true? Let's check this example. Consider, we have three different trading systems.
System A,
System B and
System C.

System A has 90% winning accuracy,
System B has 10% winning accuracy and
System C has 50% accuracy.
When given a choice, most traders will opt for System A as it has the highest winning accuracy of all with 90%.

But System A is not the right choice. The average profit in a winning trade is Rs.1000, that is 90% of the time System A is capable of making Rs.1000 profit. But remaining 10% of the time when the system is making a loss, it loses a lot. So after 100 trades, net result is -10,000

System B, The average profit in a winning trade is Rs.10,000, that is 10% of the time System B is capable of making Rs.10K profit, which is ten times higher than its losing trade. The average loss in a losing trade is Rs.1,000 but 90% of the time the system will continue to lose.

Virus-Like Particles: Revolutionary Platforms for Developing Vaccines Against Emerging Infectious Diseases
https://t.co/gm76Pzw0KT

In memoriam Nicola Bidoli

VLP applications characteristics challenges

VLP Induction of innate and adaptive immunological responses (A) humoral immunity; (B) cell-mediated immunity) by VLPs

VLPs Advantages and limitations of different expression systems for the development of virus-like particles.

VLP vaccines against different viruses and parasites.